Multi-objective Feature Selection in Classification: A Differential Evolution Approach.
Bing XueWenlong FuMengjie ZhangPublished in: SEAL (2014)
Keyphrases
- differential evolution
- multi objective
- feature selection
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- particle swarm optimization
- multi objective optimization problems
- classification accuracy
- optimization method
- multi objective problems
- support vector
- differential evolution algorithm
- artificial bee colony
- nsga ii
- convergence speed
- parameter optimization
- genetic algorithm
- constrained optimization problems
- test functions
- support vector machine
- mutation operator
- particle swarm
- machine learning
- feature space
- evolutionary programming
- particle swarm optimization pso
- feature set
- multiobjective optimization
- numerical optimization problems
- model selection
- feature subset
- pso algorithm
- multiple objectives
- function optimization problems
- global optimization
- evolutionary strategy
- optimization problems
- training set
- hybrid algorithm
- solving global optimization problems
- global optimization problems
- real coded
- multi objective evolutionary algorithms
- evolution strategy
- crossover operator
- numerical optimization
- particle swarm optimisation
- bi objective
- simulated annealing
- fitness function
- cross validation